|
|||||
|
|
| 基于BP-GA的防空兵作战指挥能力评估 | |
| 引用本文： | 赖永强,张海山,何元博,谷相玉,陈辉,邵杰,王东.基于BP-GA的防空兵作战指挥能力评估[J].兵工自动化,2007,26(11):46-47. |
| 作者姓名： | 赖永强 张海山 何元博 谷相玉 陈辉 邵杰 王东 |
| 作者单位： | 1. 防空兵指挥学院,研究生16队,河南,郑州,450052 2. 77616部队,西藏,拉萨,850000 3. 65657部队,内蒙古,赤峰,024200 4. 68252部队,宁夏,吴忠,751102 |
| 摘 要： | 考虑一级评估指标,用逐层分解方法建立多级评估指标体系.通过BP和GA组合算法估算防空兵作战指挥能力.步骤包括:选取影响能力评估的关键因素指标;构建能力评估神经网络,进行能力标准化预处理;计算模式误差,确定GA的适应度函数;用GA对BP的权值分布进行优化;最后用BP算法进行学习训练,直到条件满足. |
| 关 键 词： | 防空兵 作战指挥 能力 BP GA 防空兵 作战指挥 能力评估 Based Force Defense Capability Command 条件 训练 学习 组合算法 优化 值分布 度函数 适应 计算模式误差 预处理 标准化 神经网络 |
| 文章编号： | 1006-1576(2007)11-0046-02 |
| 修稿时间： | 2007骞?鏈?0鏃?/revised_time>2007骞?0鏈?0 |
Evaluation of Operational Command Capability For Air Defense Force Based On BP-GA |
|
| LAI Yong-qiang,ZHANG Hai-shan,HE Yuan-bo,GU Xiang-yu,CHEN Hui,SHAO Jie,WANG Dong.Evaluation of Operational Command Capability For Air Defense Force Based On BP-GA[J].Ordnance Industry Automation,2007,26(11):46-47. | |
| Authors: | LAI Yong-qiang ZHANG Hai-shan HE Yuan-bo GU Xiang-yu CHEN Hui SHAO Jie WANG Dong |
| Abstract: | Consider stair evaluation index and establish multilevel system of evaluation index by using the step-by-step analyzing method. Evaluate the air defense operational command capability through BP and GA combined algorithm. The steps include selecting key factor index, which can influence capability evaluation; establishing capability evaluation NN and carrying out capability standard pretreatment; calculating mode error and ensuring GA adaptability function; using GA to carry out optimization for BP weighting distribution; and training by using BP algorithm until meeting the requirements. |
| Keywords: | Air defense force Operational command Capability BP GA |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
